S. Hilal et al., ESTIMATION OF IONIZATION-CONSTANTS OF AZO DYES AND RELATED AROMATIC-AMINES - ENVIRONMENTAL IMPLICATION, Journal of physical organic chemistry, 7(3), 1994, pp. 122-141
Ionization constants for 214 dye molecules were calculated from molecu
lar structures using the chemical reactivity models developed in SPARC
(SPARC Performs Automated Reasoning in Chemistry). These models used
fundamental chemical structure theory to predict chemical reactivities
for a wide range of organic molecules from molecular structure. The e
nergy differences between the protonated state and the unprotonated st
ate for a molecule of interest are factored into mechanistic component
s including the electrostatic and resonance contributions and any addi
tional contributions to these energy differences. The RMS deviation wa
s found to be less than 0.62 pK. units, which is similar to the experi
mental error.